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Visual Question Answering

MLLM Leaderboard

Papers

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Showing 691–700 of 2177 papers

TitleStatusHype
Differentiable End-to-End Program Executor for Sample and Computationally Efficient VQA—0
A Novel Attention-based Aggregation Function to Combine Vision and Language—0
Beyond the Hype: A dispassionate look at vision-language models in medical scenario—0
Advancing Surgical VQA with Scene Graph Knowledge—0
Detection-based Intermediate Supervision for Visual Question Answering—0
Beyond the Frame: Generating 360° Panoramic Videos from Perspective Videos—0
An Open-Source Software Toolkit & Benchmark Suite for the Evaluation and Adaptation of Multimodal Action Models—0
CLIPPO: Image-and-Language Understanding from Pixels Only—0
Detecting and Evaluating Medical Hallucinations in Large Vision Language Models—0
Detect, Describe, Discriminate: Moving Beyond VQA for MLLM Evaluation—0
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All datasetsMM-VetViP-BenchVQA v2 test-devBenchLMMMMBenchV*benchVQA v2 valMSRVTT-QAVQA v2 test-stdMMHal-BenchMSVD-QAPlotQA-D1

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24—Unverified
2Qwen2-VL-72BGPT-4 score74—Unverified
3InternVL2.5-78BGPT-4 score72.3—Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2—Unverified
5Lyra-ProGPT-4 score71.4—Unverified
6GLM-4V-PlusGPT-4 score71.1—Unverified
7Phantom-7BGPT-4 score70.8—Unverified
8InternVL2.5-38BGPT-4 score68.8—Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6—Unverified
10Baichuan-Omni (7B)GPT-4 score65.4—Unverified